YOLOv9 Comparison with Latest YOLO models
YOLOv9 introduces two new architectures: YOLOv9 and GELAN. This is a comparison of the latest YOLO models, including YOLOv9, GELAN, YOLO-NAS, and YOLOv8.
I selected the largest models from all YOLO variants and kept other parameters consistent, image size (640), IOU (0.7), confidence threshold (0.5), and the maximum number of detections allowed per image (300), using an NVIDIA RTX 3050 GPU.
I evaluated these models in various scenarios, including normal lighting conditions, low-light conditions and blurred scenarios. The testing covered scenarios involving sports, animals and indoor environments.
#yolo #yolov9 #gelan #yolonas #yolov8 #ai #deeplearning #computervision #objectdetection